H200 vs Quadro M4000: Specs, VRAM & Price
Short answer: choose the H200 when 141 GB of VRAM is the gating requirement. Choose the Quadro M4000 when 8 GB is enough for the workload and the lower hourly rate points that way.
The H200 has 141 GB of VRAM; the Quadro M4000 has 8 GB.
You can rent both by the hour, no purchase required. H200 from $3.95/GPU/hr; Quadro M4000 from $0.069/GPU/hr. The Quadro M4000 is 98% cheaper at the entry rate.
H200
Good for training and serving frontier-scale LLMs
Quadro M4000
Good for inference workloads on older-generation hardware
Last updated: 2026-10-10 18:08:50 UTCRefreshes hourly
Specs side by side
| Spec | H200 | Quadro M4000 |
|---|---|---|
| VRAM | 141 GB | 8 GB |
| Memory bandwidth | 4.8 TB/s | – |
| Architecture | Hopper | Maxwell |
| Compute capability | 9.0 | 5.2 |
| Precisions in hardware | FP32, FP16, BF16, FP8, INT4 | FP32, FP16 |
| Peak FP16/BF16 tensor TFLOPS | 989 TFLOPS | – |
| Peak FP8 tensor TFLOPS | 1,979 TFLOPS | – |
| NVLink / multi-GPU interconnect | NVLink 4, 900 GB/s bidirectional | – |
| Max board power (TDP) | Up to 700W (configurable) | – |
| Form factor | SXM | PCIe |
| Regions | 5 | 1 |
On-demand price
| Rate | H200 | Quadro M4000 |
|---|---|---|
| Lowest per GPU/hr | $3.98/GPU/hr | $0.069/GPU/hr (cheapest overall) |
Which is better for AI: H200 or Quadro M4000?
Choose the H200 when 141 GB of VRAM is the gating requirement. Choose the Quadro M4000 when 8 GB is enough for the workload and the lower hourly rate points that way.
H200 vs Quadro M4000: common questions
Is the H200 or the Quadro M4000 better for AI?
Short answer: choose the H200 when 141 GB of VRAM is the gating requirement. Choose the Quadro M4000 when 8 GB is enough for the workload and the lower hourly rate points that way.
Is the H200 or the Quadro M4000 cheaper to rent?
On Aquanode's live marketplace the H200 starts at $3.95/GPU/hr (median $5.82/GPU/hr) and the Quadro M4000 starts at $0.069/GPU/hr (median $0.069/GPU/hr). The Quadro M4000 is the cheaper of the two at the entry rate, by 98%.
What is the difference between the H200 and the Quadro M4000?
The H200 has 141 GB of VRAM against the Quadro M4000's 8 GB; the H200 is a Hopper part and the Quadro M4000 is Maxwell (compute capability 9.0 vs 5.2); only the H200 supports BF16, FP8, INT4 compute. On price, the H200 lists from $3.95/GPU/hr and the Quadro M4000 from $0.069/GPU/hr.
How widely available are the H200 and the Quadro M4000?
The H200 is listed in 5 regions and the Quadro M4000 in 1 region right now.
How much does 1,000 GPU-hours cost on the H200 vs the Quadro M4000?
At the lowest rates listed today, 1,000 GPU-hours costs $3,949 on the H200 and $69 on the Quadro M4000, a difference of $3,880 for the same runtime. Rates are per GPU per hour and update hourly.
How much VRAM does the H200 have compared to the Quadro M4000?
The H200 has 141 GB of VRAM; the Quadro M4000 has 8 GB.
How this comparison is calculated
Every price is normalized to a per-GPU hourly rate using the same pipeline as every other pricing surface on Aquanode, and only the cheapest qualifying offer per provider is shown. A dash means that provider does not currently list that GPU.
Architecture, compute capability and supported precisions come from each vendor's published datasheet for that generation, not from the marketplace feed. This page regenerates at most once per hour.
Memory bandwidth, tensor TFLOPS, NVLink/interconnect and max board power are the same verified-from-datasheet figures shown on each model's own H200 page and Quadro M4000 page, which link the primary vendor source for that model. A dash here means Aquanode hasn't verified that figure from a primary source yet, never a guess.
Go further
Check what fits in each card's memory with the H200 VRAM calculator and the Quadro M4000 VRAM calculator, see vendor-published throughput in the GPU benchmarks and specs table, or browse every model by generation in the GPU index.
More H200 comparisons
More Quadro M4000 comparisons
Related reading: H200 pricing and specs, NVIDIA H200 guide, H100 vs H200, H200 vs B200 vs GB200, and H100 and H200: SXM vs NVL vs PCIe.
